Commit 9149df88 authored by Steven Cordwell's avatar Steven Cordwell
Browse files

a working sqlite example generator

parent 3c26d0da
......@@ -545,19 +545,25 @@ def exampleRand(S, A, is_sparse=False, is_sqlite=False, mask=None):
if is_sqlite:
# to be usefully represented as a sparse matrix, the number of nonzero
# entries should be less than 1/3 of dimesion of the matrix, so (SxS)/3
conn = sqlite3.connect(":memory:")
conn = sqlite3.connect("transition.db")
with conn:
c = conn.cursor()
CREATE TABLE info (name TEXT, value INTEGER);
INSERT INTO info VALUES('states', %s);
INSERT INTO info VALUES('actions', %s);''' % (S, A))
for a in range(A):
c.execute("CREATE TABLE p%s (row INTEGER, col INTEGER, val REAL)" % a)
c.execute("CREATE TABLE transition%s (row INTEGER, col " \
"INTEGER, val REAL)" % a)
for s in xrange(S):
n = randint(1, S//3)
row = s*ones(n, dtype=int)
col = permutation(arange(S))[0:n]
row = (s*ones(n, dtype=int)).tolist()
col = (permutation(arange(S))[0:n]).tolist()
val = rand(n)
val = val / val.sum()
cmd = "INSERT INTO p%s VALUES(?, ?, ?);" % a
val = (val / val.sum()).tolist()
cmd = "INSERT INTO transition%s VALUES(?, ?, ?)" % a
c.executemany(cmd, zip(row, col, val))
elif is_sparse:
# definition of transition matrix : square stochastic matrix
P = empty(A, dtype=object)
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